Overview

Dataset statistics

Number of variables42
Number of observations25401
Missing cells192469
Missing cells (%)18.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory10.8 MiB
Average record size in memory445.1 B

Variable types

NUM19
CAT13
BOOL9
UNSUPPORTED1

Reproduction

Analysis started2020-05-30 02:14:13.088055
Analysis finished2020-05-30 02:15:04.743532
Duration51.66 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

CountryName has a high cardinality: 170 distinct values High cardinality
CountryCode has a high cardinality: 170 distinct values High cardinality
C3_Cancel public events is highly correlated with C1_School closing and 8 other fieldsHigh correlation
C1_School closing is highly correlated with C3_Cancel public events and 8 other fieldsHigh correlation
ConfirmedDeaths is highly correlated with ConfirmedCasesHigh correlation
ConfirmedCases is highly correlated with ConfirmedDeathsHigh correlation
StringencyIndex is highly correlated with C1_School closing and 9 other fieldsHigh correlation
C4_Restrictions on gatherings is highly correlated with StringencyIndex and 1 other fieldsHigh correlation
StringencyIndexForDisplay is highly correlated with C1_School closing and 9 other fieldsHigh correlation
StringencyLegacyIndex is highly correlated with C1_School closing and 8 other fieldsHigh correlation
StringencyLegacyIndexForDisplay is highly correlated with C1_School closing and 8 other fieldsHigh correlation
GovernmentResponseIndex is highly correlated with C1_School closing and 8 other fieldsHigh correlation
GovernmentResponseIndexForDisplay is highly correlated with C1_School closing and 8 other fieldsHigh correlation
ContainmentHealthIndex is highly correlated with C1_School closing and 8 other fieldsHigh correlation
ContainmentHealthIndexForDisplay is highly correlated with C1_School closing and 8 other fieldsHigh correlation
EconomicSupportIndex is highly correlated with E2_Debt/contract relief and 1 other fieldsHigh correlation
E2_Debt/contract relief is highly correlated with EconomicSupportIndex and 1 other fieldsHigh correlation
EconomicSupportIndexForDisplay is highly correlated with E2_Debt/contract relief and 1 other fieldsHigh correlation
C1_School closing has 562 (2.2%) missing values Missing
C1_Flag has 13243 (52.1%) missing values Missing
C2_Workplace closing has 657 (2.6%) missing values Missing
C2_Flag has 14801 (58.3%) missing values Missing
C3_Cancel public events has 669 (2.6%) missing values Missing
C3_Flag has 13062 (51.4%) missing values Missing
C4_Restrictions on gatherings has 585 (2.3%) missing values Missing
C4_Flag has 14593 (57.5%) missing values Missing
C5_Close public transport has 581 (2.3%) missing values Missing
C5_Flag has 17397 (68.5%) missing values Missing
C6_Stay at home requirements has 618 (2.4%) missing values Missing
C6_Flag has 15685 (61.7%) missing values Missing
C7_Restrictions on internal movement has 567 (2.2%) missing values Missing
C7_Flag has 15405 (60.6%) missing values Missing
C8_International travel controls has 633 (2.5%) missing values Missing
E1_Income support has 734 (2.9%) missing values Missing
E1_Flag has 19108 (75.2%) missing values Missing
E2_Debt/contract relief has 731 (2.9%) missing values Missing
E3_Fiscal measures has 880 (3.5%) missing values Missing
E4_International support has 942 (3.7%) missing values Missing
H1_Public information campaigns has 626 (2.5%) missing values Missing
H1_Flag has 8572 (33.7%) missing values Missing
H2_Testing policy has 911 (3.6%) missing values Missing
H3_Contact tracing has 832 (3.3%) missing values Missing
H4_Emergency investment in healthcare has 1187 (4.7%) missing values Missing
H5_Investment in vaccines has 1032 (4.1%) missing values Missing
M1_Wildcard has 25401 (100.0%) missing values Missing
ConfirmedCases has 8508 (33.5%) missing values Missing
ConfirmedDeaths has 8508 (33.5%) missing values Missing
StringencyIndex has 710 (2.8%) missing values Missing
StringencyLegacyIndex has 699 (2.8%) missing values Missing
GovernmentResponseIndex has 865 (3.4%) missing values Missing
GovernmentResponseIndexForDisplay has 375 (1.5%) missing values Missing
ContainmentHealthIndex has 856 (3.4%) missing values Missing
ContainmentHealthIndexForDisplay has 372 (1.5%) missing values Missing
EconomicSupportIndex has 799 (3.1%) missing values Missing
EconomicSupportIndexForDisplay has 319 (1.3%) missing values Missing
E3_Fiscal measures is highly skewed (γ1 = 78.60093446) Skewed
E4_International support is highly skewed (γ1 = 156.3762941) Skewed
H4_Emergency investment in healthcare is highly skewed (γ1 = 114.2192849) Skewed
H5_Investment in vaccines is highly skewed (γ1 = 71.52929556) Skewed
CountryName is uniformly distributed Uniform
CountryCode is uniformly distributed Uniform
M1_Wildcard is an unsupported type, check if it needs cleaning or further analysis Unsupported
C4_Restrictions on gatherings has 14008 (55.1%) zeros Zeros
C8_International travel controls has 9119 (35.9%) zeros Zeros
E3_Fiscal measures has 24098 (94.9%) zeros Zeros
E4_International support has 24401 (96.1%) zeros Zeros
H4_Emergency investment in healthcare has 23844 (93.9%) zeros Zeros
H5_Investment in vaccines has 24265 (95.5%) zeros Zeros
ConfirmedCases has 2772 (10.9%) zeros Zeros
ConfirmedDeaths has 6618 (26.1%) zeros Zeros
StringencyIndex has 6842 (26.9%) zeros Zeros
StringencyIndexForDisplay has 6842 (26.9%) zeros Zeros
StringencyLegacyIndex has 6842 (26.9%) zeros Zeros
StringencyLegacyIndexForDisplay has 6842 (26.9%) zeros Zeros
GovernmentResponseIndex has 6158 (24.2%) zeros Zeros
GovernmentResponseIndexForDisplay has 6158 (24.2%) zeros Zeros
ContainmentHealthIndex has 6199 (24.4%) zeros Zeros
ContainmentHealthIndexForDisplay has 6199 (24.4%) zeros Zeros
EconomicSupportIndex has 16493 (64.9%) zeros Zeros
EconomicSupportIndexForDisplay has 16579 (65.3%) zeros Zeros

Variables

CountryName
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count170
Unique (%)0.7%
Missing0
Missing (%)0.0%
Memory size198.6 KiB
Guyana
 
151
India
 
151
Honduras
 
151
Moldova
 
151
San Marino
 
151
Other values (165)
24646
ValueCountFrequency (%) 
Guyana1510.6%
 
India1510.6%
 
Honduras1510.6%
 
Moldova1510.6%
 
San Marino1510.6%
 
Kenya1510.6%
 
Bolivia1510.6%
 
Slovenia1510.6%
 
Jamaica1510.6%
 
Greenland1510.6%
 
Denmark1510.6%
 
Argentina1510.6%
 
Sweden1510.6%
 
Portugal1510.6%
 
Italy1510.6%
 
Mozambique1510.6%
 
Bangladesh1510.6%
 
Mauritius1510.6%
 
Austria1510.6%
 
South Korea1510.6%
 
Lithuania1510.6%
 
Senegal1510.6%
 
Kyrgyz Republic1510.6%
 
Aruba1510.6%
 
Azerbaijan1510.6%
 
Other values (145)2162685.1%
 

Length

Max length28
Median length7
Mean length8.141254281
Min length4

Overview of Unicode Properties

Unique unicode characters52
Unique unicode categories (?)4
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
a3108015.0%
 
i176388.5%
 
n162857.9%
 
e145017.0%
 
r118065.7%
 
o114885.6%
 
u85204.1%
 
l77713.8%
 
t65773.2%
 
d61273.0%
 
s56722.7%
 
52292.5%
 
m46302.2%
 
g44792.2%
 
b43372.1%
 
c40291.9%
 
S35871.7%
 
h29891.4%
 
y26931.3%
 
B25391.2%
 
p25391.2%
 
C23861.2%
 
A20961.0%
 
M20941.0%
 
z17970.9%
 
Other values (27)2390711.6%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter17123682.8%
 
Uppercase Letter3018214.6%
 
Space Separator52292.5%
 
Other Punctuation1490.1%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
S358711.9%
 
B25398.4%
 
C23867.9%
 
A20966.9%
 
M20946.9%
 
G17976.0%
 
R16425.4%
 
T14955.0%
 
P14944.9%
 
I14934.9%
 
L13464.5%
 
N13434.4%
 
K11964.0%
 
E10463.5%
 
U10453.5%
 
D7472.5%
 
H5972.0%
 
J4491.5%
 
Z4481.5%
 
F4471.5%
 
V4471.5%
 
Y1500.5%
 
O1490.5%
 
Q1490.5%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
a3108018.2%
 
i1763810.3%
 
n162859.5%
 
e145018.5%
 
r118066.9%
 
o114886.7%
 
u85205.0%
 
l77714.5%
 
t65773.8%
 
d61273.6%
 
s56723.3%
 
m46302.7%
 
g44792.6%
 
b43372.5%
 
c40292.4%
 
h29891.7%
 
y26931.6%
 
p25391.5%
 
z17971.0%
 
w17941.0%
 
k16431.0%
 
v11970.7%
 
f5960.3%
 
j4500.3%
 
q3000.2%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
5229100.0%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
'149100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin20141897.4%
 
Common53782.6%
 

Most frequent Latin characters

ValueCountFrequency (%) 
a3108015.4%
 
i176388.8%
 
n162858.1%
 
e145017.2%
 
r118065.9%
 
o114885.7%
 
u85204.2%
 
l77713.9%
 
t65773.3%
 
d61273.0%
 
s56722.8%
 
m46302.3%
 
g44792.2%
 
b43372.2%
 
c40292.0%
 
S35871.8%
 
h29891.5%
 
y26931.3%
 
B25391.3%
 
p25391.3%
 
C23861.2%
 
A20961.0%
 
M20941.0%
 
z17970.9%
 
G17970.9%
 
Other values (25)2196110.9%
 

Most frequent Common characters

ValueCountFrequency (%) 
522997.2%
 
'1492.8%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII206796100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
a3108015.0%
 
i176388.5%
 
n162857.9%
 
e145017.0%
 
r118065.7%
 
o114885.6%
 
u85204.1%
 
l77713.8%
 
t65773.2%
 
d61273.0%
 
s56722.7%
 
52292.5%
 
m46302.2%
 
g44792.2%
 
b43372.1%
 
c40291.9%
 
S35871.7%
 
h29891.4%
 
y26931.3%
 
B25391.2%
 
p25391.2%
 
C23861.2%
 
A20961.0%
 
M20941.0%
 
z17970.9%
 
Other values (27)2390711.6%
 

CountryCode
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count170
Unique (%)0.7%
Missing0
Missing (%)0.0%
Memory size198.6 KiB
BRA
 
151
IND
 
151
MUS
 
151
BOL
 
151
LTU
 
151
Other values (165)
24646
ValueCountFrequency (%) 
BRA1510.6%
 
IND1510.6%
 
MUS1510.6%
 
BOL1510.6%
 
LTU1510.6%
 
HND1510.6%
 
GRL1510.6%
 
ABW1510.6%
 
MOZ1510.6%
 
PRT1510.6%
 
AUT1510.6%
 
KGZ1510.6%
 
SVN1510.6%
 
BGD1510.6%
 
LBR1510.6%
 
JAM1510.6%
 
SEN1510.6%
 
ESP1510.6%
 
KOR1510.6%
 
ARE1510.6%
 
ITA1510.6%
 
GUY1510.6%
 
KEN1510.6%
 
SMR1510.6%
 
AZE1510.6%
 
Other values (145)2162685.1%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters26
Unique unicode categories (?)1
Unique unicode scripts (?)1
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
R62748.2%
 
A59807.8%
 
N53787.1%
 
S47806.3%
 
B46306.1%
 
M44835.9%
 
L41835.5%
 
G38885.1%
 
E35904.7%
 
U34374.5%
 
T32914.3%
 
C31314.1%
 
D28413.7%
 
I28363.7%
 
O26893.5%
 
P23903.1%
 
Z20952.7%
 
K20942.7%
 
H19402.5%
 
Y14942.0%
 
W13471.8%
 
V11941.6%
 
F8941.2%
 
J7481.0%
 
Q2980.4%
 

Most occurring categories

ValueCountFrequency (%) 
Uppercase Letter76203100.0%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
R62748.2%
 
A59807.8%
 
N53787.1%
 
S47806.3%
 
B46306.1%
 
M44835.9%
 
L41835.5%
 
G38885.1%
 
E35904.7%
 
U34374.5%
 
T32914.3%
 
C31314.1%
 
D28413.7%
 
I28363.7%
 
O26893.5%
 
P23903.1%
 
Z20952.7%
 
K20942.7%
 
H19402.5%
 
Y14942.0%
 
W13471.8%
 
V11941.6%
 
F8941.2%
 
J7481.0%
 
Q2980.4%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin76203100.0%
 

Most frequent Latin characters

ValueCountFrequency (%) 
R62748.2%
 
A59807.8%
 
N53787.1%
 
S47806.3%
 
B46306.1%
 
M44835.9%
 
L41835.5%
 
G38885.1%
 
E35904.7%
 
U34374.5%
 
T32914.3%
 
C31314.1%
 
D28413.7%
 
I28363.7%
 
O26893.5%
 
P23903.1%
 
Z20952.7%
 
K20942.7%
 
H19402.5%
 
Y14942.0%
 
W13471.8%
 
V11941.6%
 
F8941.2%
 
J7481.0%
 
Q2980.4%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII76203100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
R62748.2%
 
A59807.8%
 
N53787.1%
 
S47806.3%
 
B46306.1%
 
M44835.9%
 
L41835.5%
 
G38885.1%
 
E35904.7%
 
U34374.5%
 
T32914.3%
 
C31314.1%
 
D28413.7%
 
I28363.7%
 
O26893.5%
 
P23903.1%
 
Z20952.7%
 
K20942.7%
 
H19402.5%
 
Y14942.0%
 
W13471.8%
 
V11941.6%
 
F8941.2%
 
J7481.0%
 
Q2980.4%
 

Date
Real number (ℝ≥0)

Distinct count151
Unique (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20200312.674815953
Minimum20200101
Maximum20200530
Zeros0
Zeros (%)0.0%
Memory size198.6 KiB

Quantile statistics

Minimum20200101
5-th percentile20200108
Q120200207
median20200315
Q320200422
95-th percentile20200521
Maximum20200530
Range429
Interquartile range (IQR)215

Descriptive statistics

Standard deviation140.8596685
Coefficient of variation (CV)6.973142981e-06
Kurtosis-1.282205451
Mean20200312.67
Median Absolute Deviation (MAD)107
Skewness0.009504813028
Sum5.131081423e+11
Variance19841.44622
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
202005201700.7%
 
202001131700.7%
 
202004181700.7%
 
202004021700.7%
 
202003221700.7%
 
202003061700.7%
 
202002261700.7%
 
202002101700.7%
 
202001301700.7%
 
202001141700.7%
 
202005151700.7%
 
202004191700.7%
 
202004031700.7%
 
202003231700.7%
 
202003071700.7%
 
202002271700.7%
 
202002111700.7%
 
202005141700.7%
 
202001291700.7%
 
202002071700.7%
 
202002091700.7%
 
202001111700.7%
 
202005121700.7%
 
202004161700.7%
 
202003201700.7%
 
Other values (126)2115183.3%
 
ValueCountFrequency (%) 
202001011700.7%
 
202001021700.7%
 
202001031700.7%
 
202001041700.7%
 
202001051700.7%
 
202001061700.7%
 
202001071700.7%
 
202001081700.7%
 
202001091700.7%
 
202001101700.7%
 
ValueCountFrequency (%) 
20200530300.1%
 
20200529450.2%
 
202005281660.7%
 
202005271700.7%
 
202005261700.7%
 
202005251700.7%
 
202005241700.7%
 
202005231700.7%
 
202005221700.7%
 
202005211700.7%
 

C1_School closing
Categorical

HIGH CORRELATION
MISSING

Distinct count4
Unique (%)< 0.1%
Missing562
Missing (%)2.2%
Memory size198.6 KiB
0
12681
3
11016
2
 
1012
1
 
130
ValueCountFrequency (%) 
01268149.9%
 
31101643.4%
 
210124.0%
 
11300.5%
 
(Missing)5622.2%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters7
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
03752049.2%
 
.2483932.6%
 
31101614.5%
 
n11241.5%
 
210121.3%
 
a5620.7%
 
11300.2%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number4967865.2%
 
Other Punctuation2483932.6%
 
Lowercase Letter16862.2%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
03752075.5%
 
31101622.2%
 
210122.0%
 
11300.3%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.24839100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n112466.7%
 
a56233.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common7451797.8%
 
Latin16862.2%
 

Most frequent Common characters

ValueCountFrequency (%) 
03752050.4%
 
.2483933.3%
 
31101614.8%
 
210121.4%
 
11300.2%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n112466.7%
 
a56233.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII76203100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
03752049.2%
 
.2483932.6%
 
31101614.5%
 
n11241.5%
 
210121.3%
 
a5620.7%
 
11300.2%
 

C1_Flag
Boolean

MISSING

Distinct count2
Unique (%)< 0.1%
Missing13243
Missing (%)52.1%
Memory size198.6 KiB
1
11279
0
 
879
(Missing)
13243
ValueCountFrequency (%) 
11127944.4%
 
08793.5%
 
(Missing)1324352.1%
 

C2_Workplace closing
Categorical

MISSING

Distinct count4
Unique (%)< 0.1%
Missing657
Missing (%)2.6%
Memory size198.6 KiB
0
14144
2
4821
3
4560
1
 
1219
ValueCountFrequency (%) 
01414455.7%
 
2482119.0%
 
3456018.0%
 
112194.8%
 
(Missing)6572.6%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters7
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
03888851.0%
 
.2474432.5%
 
248216.3%
 
345606.0%
 
n13141.7%
 
112191.6%
 
a6570.9%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number4948864.9%
 
Other Punctuation2474432.5%
 
Lowercase Letter19712.6%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
03888878.6%
 
248219.7%
 
345609.2%
 
112192.5%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.24744100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n131466.7%
 
a65733.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common7423297.4%
 
Latin19712.6%
 

Most frequent Common characters

ValueCountFrequency (%) 
03888852.4%
 
.2474433.3%
 
248216.5%
 
345606.1%
 
112191.6%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n131466.7%
 
a65733.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII76203100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
03888851.0%
 
.2474432.5%
 
248216.3%
 
345606.0%
 
n13141.7%
 
112191.6%
 
a6570.9%
 

C2_Flag
Boolean

MISSING

Distinct count2
Unique (%)< 0.1%
Missing14801
Missing (%)58.3%
Memory size198.6 KiB
1
8853
0
 
1747
(Missing)
14801
ValueCountFrequency (%) 
1885334.9%
 
017476.9%
 
(Missing)1480158.3%
 

C3_Cancel public events
Categorical

HIGH CORRELATION
MISSING

Distinct count3
Unique (%)< 0.1%
Missing669
Missing (%)2.6%
Memory size198.6 KiB
0
12393
2
11514
1
 
825
ValueCountFrequency (%) 
01239348.8%
 
21151445.3%
 
18253.2%
 
(Missing)6692.6%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters6
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
03712548.7%
 
.2473232.5%
 
21151415.1%
 
n13381.8%
 
18251.1%
 
a6690.9%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number4946464.9%
 
Other Punctuation2473232.5%
 
Lowercase Letter20072.6%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
03712575.1%
 
21151423.3%
 
18251.7%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.24732100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n133866.7%
 
a66933.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common7419697.4%
 
Latin20072.6%
 

Most frequent Common characters

ValueCountFrequency (%) 
03712550.0%
 
.2473233.3%
 
21151415.5%
 
18251.1%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n133866.7%
 
a66933.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII76203100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
03712548.7%
 
.2473232.5%
 
21151415.1%
 
n13381.8%
 
18251.1%
 
a6690.9%
 

C3_Flag
Boolean

MISSING

Distinct count2
Unique (%)< 0.1%
Missing13062
Missing (%)51.4%
Memory size198.6 KiB
1
11238
0
 
1101
(Missing)
13062
ValueCountFrequency (%) 
11123844.2%
 
011014.3%
 
(Missing)1306251.4%
 

C4_Restrictions on gatherings
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count5
Unique (%)< 0.1%
Missing585
Missing (%)2.3%
Infinite0
Infinite (%)0.0%
Mean1.5115248226950355
Minimum0.0
Maximum4.0
Zeros14008
Zeros (%)55.1%
Memory size198.6 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q34
95-th percentile4
Maximum4
Range4
Interquartile range (IQR)4

Descriptive statistics

Standard deviation1.791091123
Coefficient of variation (CV)1.184956473
Kurtosis-1.682805068
Mean1.511524823
Median Absolute Deviation (MAD)0
Skewness0.4344638253
Sum37510
Variance3.208007411
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
01400855.1%
 
4642725.3%
 
3341413.4%
 
25932.3%
 
13741.5%
 
(Missing)5852.3%
 
ValueCountFrequency (%) 
01400855.1%
 
13741.5%
 
25932.3%
 
3341413.4%
 
4642725.3%
 
ValueCountFrequency (%) 
4642725.3%
 
3341413.4%
 
25932.3%
 
13741.5%
 
01400855.1%
 

C4_Flag
Boolean

MISSING

Distinct count2
Unique (%)< 0.1%
Missing14593
Missing (%)57.5%
Memory size198.6 KiB
1
9798
0
 
1010
(Missing)
14593
ValueCountFrequency (%) 
1979838.6%
 
010104.0%
 
(Missing)1459357.5%
 

C5_Close public transport
Categorical

MISSING

Distinct count3
Unique (%)< 0.1%
Missing581
Missing (%)2.3%
Memory size198.6 KiB
0
16816
2
4147
1
3857
ValueCountFrequency (%) 
01681666.2%
 
2414716.3%
 
1385715.2%
 
(Missing)5812.3%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters6
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
04163654.6%
 
.2482032.6%
 
241475.4%
 
138575.1%
 
n11621.5%
 
a5810.8%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number4964065.1%
 
Other Punctuation2482032.6%
 
Lowercase Letter17432.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
04163683.9%
 
241478.4%
 
138577.8%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.24820100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n116266.7%
 
a58133.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common7446097.7%
 
Latin17432.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
04163655.9%
 
.2482033.3%
 
241475.6%
 
138575.2%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n116266.7%
 
a58133.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII76203100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
04163654.6%
 
.2482032.6%
 
241475.4%
 
138575.1%
 
n11621.5%
 
a5810.8%
 

C5_Flag
Boolean

MISSING

Distinct count2
Unique (%)< 0.1%
Missing17397
Missing (%)68.5%
Memory size198.6 KiB
1
6111
0
 
1893
(Missing)
17397
ValueCountFrequency (%) 
1611124.1%
 
018937.5%
 
(Missing)1739768.5%
 
Distinct count4
Unique (%)< 0.1%
Missing618
Missing (%)2.4%
Memory size198.6 KiB
0
15067
2
5210
1
 
2940
3
 
1566
ValueCountFrequency (%) 
01506759.3%
 
2521020.5%
 
1294011.6%
 
315666.2%
 
(Missing)6182.4%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters7
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
03985052.3%
 
.2478332.5%
 
252106.8%
 
129403.9%
 
315662.1%
 
n12361.6%
 
a6180.8%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number4956665.0%
 
Other Punctuation2478332.5%
 
Lowercase Letter18542.4%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
03985080.4%
 
2521010.5%
 
129405.9%
 
315663.2%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.24783100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n123666.7%
 
a61833.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common7434997.6%
 
Latin18542.4%
 

Most frequent Common characters

ValueCountFrequency (%) 
03985053.6%
 
.2478333.3%
 
252107.0%
 
129404.0%
 
315662.1%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n123666.7%
 
a61833.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII76203100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
03985052.3%
 
.2478332.5%
 
252106.8%
 
129403.9%
 
315662.1%
 
n12361.6%
 
a6180.8%
 

C6_Flag
Boolean

MISSING

Distinct count2
Unique (%)< 0.1%
Missing15685
Missing (%)61.7%
Memory size198.6 KiB
1
7859
0
 
1857
(Missing)
15685
ValueCountFrequency (%) 
1785930.9%
 
018577.3%
 
(Missing)1568561.7%
 
Distinct count3
Unique (%)< 0.1%
Missing567
Missing (%)2.2%
Memory size198.6 KiB
0
14838
2
7949
1
 
2047
ValueCountFrequency (%) 
01483858.4%
 
2794931.3%
 
120478.1%
 
(Missing)5672.2%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters6
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
03967252.1%
 
.2483432.6%
 
2794910.4%
 
120472.7%
 
n11341.5%
 
a5670.7%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number4966865.2%
 
Other Punctuation2483432.6%
 
Lowercase Letter17012.2%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
03967279.9%
 
2794916.0%
 
120474.1%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.24834100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n113466.7%
 
a56733.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common7450297.8%
 
Latin17012.2%
 

Most frequent Common characters

ValueCountFrequency (%) 
03967253.2%
 
.2483433.3%
 
2794910.7%
 
120472.7%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n113466.7%
 
a56733.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII76203100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
03967252.1%
 
.2483432.6%
 
2794910.4%
 
120472.7%
 
n11341.5%
 
a5670.7%
 

C7_Flag
Boolean

MISSING

Distinct count2
Unique (%)< 0.1%
Missing15405
Missing (%)60.6%
Memory size198.6 KiB
1
7099
0
 
2897
(Missing)
15405
ValueCountFrequency (%) 
1709927.9%
 
0289711.4%
 
(Missing)1540560.6%
 

C8_International travel controls
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count5
Unique (%)< 0.1%
Missing633
Missing (%)2.5%
Infinite0
Infinite (%)0.0%
Mean2.009972545219638
Minimum0.0
Maximum4.0
Zeros9119
Zeros (%)35.9%
Memory size198.6 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median3
Q34
95-th percentile4
Maximum4
Range4
Interquartile range (IQR)4

Descriptive statistics

Standard deviation1.727189843
Coefficient of variation (CV)0.8593101667
Kurtosis-1.74328902
Mean2.009972545
Median Absolute Deviation (MAD)1
Skewness-0.07844273886
Sum49783
Variance2.983184753
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0911935.9%
 
4777830.6%
 
3461418.2%
 
116856.6%
 
215726.2%
 
(Missing)6332.5%
 
ValueCountFrequency (%) 
0911935.9%
 
116856.6%
 
215726.2%
 
3461418.2%
 
4777830.6%
 
ValueCountFrequency (%) 
4777830.6%
 
3461418.2%
 
215726.2%
 
116856.6%
 
0911935.9%
 

E1_Income support
Categorical

MISSING

Distinct count3
Unique (%)< 0.1%
Missing734
Missing (%)2.9%
Memory size198.6 KiB
0
18374
1
3917
2
 
2376
ValueCountFrequency (%) 
01837472.3%
 
1391715.4%
 
223769.4%
 
(Missing)7342.9%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters6
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
04304156.5%
 
.2466732.4%
 
139175.1%
 
223763.1%
 
n14681.9%
 
a7341.0%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number4933464.7%
 
Other Punctuation2466732.4%
 
Lowercase Letter22022.9%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
04304187.2%
 
139177.9%
 
223764.8%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.24667100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n146866.7%
 
a73433.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common7400197.1%
 
Latin22022.9%
 

Most frequent Common characters

ValueCountFrequency (%) 
04304158.2%
 
.2466733.3%
 
139175.3%
 
223763.2%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n146866.7%
 
a73433.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII76203100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
04304156.5%
 
.2466732.4%
 
139175.1%
 
223763.1%
 
n14681.9%
 
a7341.0%
 

E1_Flag
Boolean

MISSING

Distinct count2
Unique (%)< 0.1%
Missing19108
Missing (%)75.2%
Memory size198.6 KiB
1
 
3497
0
 
2796
(Missing)
19108
ValueCountFrequency (%) 
1349713.8%
 
0279611.0%
 
(Missing)1910875.2%
 

E2_Debt/contract relief
Categorical

HIGH CORRELATION
MISSING

Distinct count3
Unique (%)< 0.1%
Missing731
Missing (%)2.9%
Memory size198.6 KiB
0
17658
2
4148
1
 
2864
ValueCountFrequency (%) 
01765869.5%
 
2414816.3%
 
1286411.3%
 
(Missing)7312.9%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters6
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
04232855.5%
 
.2467032.4%
 
241485.4%
 
128643.8%
 
n14621.9%
 
a7311.0%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number4934064.7%
 
Other Punctuation2467032.4%
 
Lowercase Letter21932.9%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
04232885.8%
 
241488.4%
 
128645.8%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.24670100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n146266.7%
 
a73133.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common7401097.1%
 
Latin21932.9%
 

Most frequent Common characters

ValueCountFrequency (%) 
04232857.2%
 
.2467033.3%
 
241485.6%
 
128643.9%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n146266.7%
 
a73133.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII76203100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
04232855.5%
 
.2467032.4%
 
241485.4%
 
128643.8%
 
n14621.9%
 
a7311.0%
 

E3_Fiscal measures
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count363
Unique (%)1.5%
Missing880
Missing (%)3.5%
Infinite0
Infinite (%)0.0%
Mean405060177.3734469
Minimum0.0
Maximum1957600000000.0
Zeros24098
Zeros (%)94.9%
Memory size198.6 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1.9576e+12
Range1.9576e+12
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.779377847e+10
Coefficient of variation (CV)43.9287283
Kurtosis7335.565454
Mean405060177.4
Median Absolute Deviation (MAD)0
Skewness78.60093446
Sum9.932480609e+12
Variance3.166185524e+20
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
02409894.9%
 
10.75220.1%
 
435160.1%
 
312< 0.1%
 
1e+103< 0.1%
 
16000000003< 0.1%
 
3e+102< 0.1%
 
5000000002< 0.1%
 
90000002< 0.1%
 
76300000002< 0.1%
 
2100000002< 0.1%
 
26000000002< 0.1%
 
10000000002< 0.1%
 
110000002< 0.1%
 
22< 0.1%
 
2900000002< 0.1%
 
2290000001< 0.1%
 
6.844294967e+101< 0.1%
 
6334001< 0.1%
 
2740000001< 0.1%
 
5133661< 0.1%
 
1454145001< 0.1%
 
4970231< 0.1%
 
223833471< 0.1%
 
1270000001< 0.1%
 
Other values (338)3381.3%
 
(Missing)8803.5%
 
ValueCountFrequency (%) 
02409894.9%
 
0.191< 0.1%
 
0.751< 0.1%
 
11< 0.1%
 
22< 0.1%
 
312< 0.1%
 
41< 0.1%
 
10.75220.1%
 
401< 0.1%
 
1521< 0.1%
 
ValueCountFrequency (%) 
1.9576e+121< 0.1%
 
1.192572826e+121< 0.1%
 
9.90863e+111< 0.1%
 
7.092759225e+111< 0.1%
 
4.526563438e+111< 0.1%
 
4.204525711e+111< 0.1%
 
3.84e+111< 0.1%
 
3.52e+111< 0.1%
 
2.664708984e+111< 0.1%
 
2.4244e+111< 0.1%
 

E4_International support
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count51
Unique (%)0.2%
Missing942
Missing (%)3.7%
Infinite0
Infinite (%)0.0%
Mean34783824.64446789
Minimum0.0
Maximum834353051822.0
Zeros24401
Zeros (%)96.1%
Memory size198.6 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum8.343530518e+11
Range8.343530518e+11
Interquartile range (IQR)0

Descriptive statistics

Standard deviation5335146725
Coefficient of variation (CV)153.3801064
Kurtosis24455.34886
Mean34783824.64
Median Absolute Deviation (MAD)0
Skewness156.3762941
Sum8.50777567e+11
Variance2.846379058e+19
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
02440196.1%
 
200000003< 0.1%
 
50000003< 0.1%
 
10000003< 0.1%
 
1000000002< 0.1%
 
300000002< 0.1%
 
530000001< 0.1%
 
13000000001< 0.1%
 
245000001< 0.1%
 
28000001< 0.1%
 
914811< 0.1%
 
2740000001< 0.1%
 
8617861< 0.1%
 
5250000001< 0.1%
 
180000001< 0.1%
 
910821< 0.1%
 
24580123691< 0.1%
 
1012736.861< 0.1%
 
20230000001< 0.1%
 
8000001< 0.1%
 
501< 0.1%
 
500000001< 0.1%
 
1110001< 0.1%
 
2700000001< 0.1%
 
31< 0.1%
 
Other values (26)260.1%
 
(Missing)9423.7%
 
ValueCountFrequency (%) 
02440196.1%
 
31< 0.1%
 
501< 0.1%
 
1501< 0.1%
 
910821< 0.1%
 
914811< 0.1%
 
920081< 0.1%
 
1000001< 0.1%
 
1110001< 0.1%
 
2200001< 0.1%
 
ValueCountFrequency (%) 
8.343530518e+111< 0.1%
 
61300000001< 0.1%
 
24580123691< 0.1%
 
20230000001< 0.1%
 
13117544551< 0.1%
 
13000000001< 0.1%
 
5250000001< 0.1%
 
4100000001< 0.1%
 
2813400281< 0.1%
 
2740000001< 0.1%
 
Distinct count3
Unique (%)< 0.1%
Missing626
Missing (%)2.5%
Memory size198.6 KiB
2
14590
0
7946
1
 
2239
ValueCountFrequency (%) 
21459057.4%
 
0794631.3%
 
122398.8%
 
(Missing)6262.5%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters6
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
03272142.9%
 
.2477532.5%
 
21459019.1%
 
122392.9%
 
n12521.6%
 
a6260.8%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number4955065.0%
 
Other Punctuation2477532.5%
 
Lowercase Letter18782.5%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
03272166.0%
 
21459029.4%
 
122394.5%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.24775100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n125266.7%
 
a62633.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common7432597.5%
 
Latin18782.5%
 

Most frequent Common characters

ValueCountFrequency (%) 
03272144.0%
 
.2477533.3%
 
21459019.6%
 
122393.0%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n125266.7%
 
a62633.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII76203100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
03272142.9%
 
.2477532.5%
 
21459019.1%
 
122392.9%
 
n12521.6%
 
a6260.8%
 

H1_Flag
Boolean

MISSING

Distinct count2
Unique (%)< 0.1%
Missing8572
Missing (%)33.7%
Memory size198.6 KiB
1
16568
0
 
261
(Missing)
8572
ValueCountFrequency (%) 
11656865.2%
 
02611.0%
 
(Missing)857233.7%
 

H2_Testing policy
Categorical

MISSING

Distinct count4
Unique (%)< 0.1%
Missing911
Missing (%)3.6%
Memory size198.6 KiB
0
10071
1
8544
2
4326
3
 
1549
ValueCountFrequency (%) 
01007139.6%
 
1854433.6%
 
2432617.0%
 
315496.1%
 
(Missing)9113.6%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters7
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
03456145.4%
 
.2449032.1%
 
1854411.2%
 
243265.7%
 
n18222.4%
 
315492.0%
 
a9111.2%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number4898064.3%
 
Other Punctuation2449032.1%
 
Lowercase Letter27333.6%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
03456170.6%
 
1854417.4%
 
243268.8%
 
315493.2%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.24490100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n182266.7%
 
a91133.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common7347096.4%
 
Latin27333.6%
 

Most frequent Common characters

ValueCountFrequency (%) 
03456147.0%
 
.2449033.3%
 
1854411.6%
 
243265.9%
 
315492.1%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n182266.7%
 
a91133.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII76203100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
03456145.4%
 
.2449032.1%
 
1854411.2%
 
243265.7%
 
n18222.4%
 
315492.0%
 
a9111.2%
 

H3_Contact tracing
Categorical

MISSING

Distinct count3
Unique (%)< 0.1%
Missing832
Missing (%)3.3%
Memory size198.6 KiB
0
11953
2
6857
1
5759
ValueCountFrequency (%) 
01195347.1%
 
2685727.0%
 
1575922.7%
 
(Missing)8323.3%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters6
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
03652247.9%
 
.2456932.2%
 
268579.0%
 
157597.6%
 
n16642.2%
 
a8321.1%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number4913864.5%
 
Other Punctuation2456932.2%
 
Lowercase Letter24963.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
03652274.3%
 
2685714.0%
 
1575911.7%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.24569100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n166466.7%
 
a83233.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common7370796.7%
 
Latin24963.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
03652249.6%
 
.2456933.3%
 
268579.3%
 
157597.8%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n166466.7%
 
a83233.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII76203100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
03652247.9%
 
.2456932.2%
 
268579.0%
 
157597.6%
 
n16642.2%
 
a8321.1%
 

H4_Emergency investment in healthcare
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count233
Unique (%)1.0%
Missing1187
Missing (%)4.7%
Infinite0
Infinite (%)0.0%
Mean26740683.38827868
Minimum0.0
Maximum242400000000.0
Zeros23844
Zeros (%)93.9%
Memory size198.6 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum2.424e+11
Range2.424e+11
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1783453116
Coefficient of variation (CV)66.69437316
Kurtosis14605.38895
Mean26740683.39
Median Absolute Deviation (MAD)0
Skewness114.2192849
Sum6.474989076e+11
Variance3.180705018e+18
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
02384493.9%
 
35390.2%
 
1600000000320.1%
 
562200.1%
 
37800000200.1%
 
20.710< 0.1%
 
378400005< 0.1%
 
1000000005< 0.1%
 
13< 0.1%
 
10000003< 0.1%
 
250000002< 0.1%
 
310000002< 0.1%
 
15000002< 0.1%
 
44000002< 0.1%
 
19512< 0.1%
 
5000002< 0.1%
 
50000002< 0.1%
 
2000000002< 0.1%
 
20000002< 0.1%
 
60000002< 0.1%
 
342099741< 0.1%
 
15617877991< 0.1%
 
2628309281< 0.1%
 
446196201< 0.1%
 
655934151< 0.1%
 
Other values (208)2080.8%
 
(Missing)11874.7%
 
ValueCountFrequency (%) 
02384493.9%
 
0.031< 0.1%
 
13< 0.1%
 
7.61< 0.1%
 
81< 0.1%
 
20.710< 0.1%
 
35390.2%
 
501< 0.1%
 
562200.1%
 
5851< 0.1%
 
ValueCountFrequency (%) 
2.424e+111< 0.1%
 
1e+111< 0.1%
 
6.29977238e+101< 0.1%
 
5.7458e+101< 0.1%
 
1.6801e+101< 0.1%
 
1.419e+101< 0.1%
 
93682325001< 0.1%
 
73400000001< 0.1%
 
67935000001< 0.1%
 
67000000001< 0.1%
 

H5_Investment in vaccines
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count43
Unique (%)0.2%
Missing1032
Missing (%)4.1%
Infinite0
Infinite (%)0.0%
Mean258934.07839057816
Minimum0.0
Maximum1390000000.0
Zeros24265
Zeros (%)95.5%
Memory size198.6 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1390000000
Range1390000000
Interquartile range (IQR)0

Descriptive statistics

Standard deviation13586042.24
Coefficient of variation (CV)52.46911619
Kurtosis5947.035329
Mean258934.0784
Median Absolute Deviation (MAD)0
Skewness71.52929556
Sum6309964556
Variance1.845805439e+14
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
02426595.5%
 
1430.2%
 
191210.1%
 
153000001< 0.1%
 
5450000001< 0.1%
 
5449115001< 0.1%
 
254591132.11< 0.1%
 
35672051< 0.1%
 
8120000001< 0.1%
 
586265166.61< 0.1%
 
132056801< 0.1%
 
548802441< 0.1%
 
142500601< 0.1%
 
55438281< 0.1%
 
2469611< 0.1%
 
263425201< 0.1%
 
1067576.521< 0.1%
 
100000001< 0.1%
 
2861756091< 0.1%
 
1.11< 0.1%
 
143222251< 0.1%
 
32928151< 0.1%
 
2989616.71< 0.1%
 
3385581< 0.1%
 
2000000001< 0.1%
 
Other values (18)180.1%
 
(Missing)10324.1%
 
ValueCountFrequency (%) 
02426595.5%
 
1430.2%
 
1.11< 0.1%
 
191210.1%
 
2469611< 0.1%
 
3385581< 0.1%
 
1067576.521< 0.1%
 
10856951< 0.1%
 
17335141< 0.1%
 
2989616.71< 0.1%
 
ValueCountFrequency (%) 
13900000001< 0.1%
 
8260000001< 0.1%
 
8120000001< 0.1%
 
586265166.61< 0.1%
 
5450000001< 0.1%
 
5449115001< 0.1%
 
2861756091< 0.1%
 
254591132.11< 0.1%
 
2000000001< 0.1%
 
1903720001< 0.1%
 

M1_Wildcard
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing25401
Missing (%)100.0%
Memory size198.6 KiB

ConfirmedCases
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count5347
Unique (%)31.7%
Missing8508
Missing (%)33.5%
Infinite0
Infinite (%)0.0%
Mean11391.126975670397
Minimum0.0
Maximum1699933.0
Zeros2772
Zeros (%)10.9%
Memory size198.6 KiB

Quantile statistics

Minimum0
5-th percentile0
Q17
median159
Q31877
95-th percentile43319
Maximum1699933
Range1699933
Interquartile range (IQR)1870

Descriptive statistics

Standard deviation70210.43334
Coefficient of variation (CV)6.163607296
Kurtosis302.6445318
Mean11391.12698
Median Absolute Deviation (MAD)159
Skewness15.79195176
Sum192430308
Variance4929504950
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0277210.9%
 
15092.0%
 
22491.0%
 
32350.9%
 
102030.8%
 
111880.7%
 
71610.6%
 
51500.6%
 
81400.6%
 
161370.5%
 
41350.5%
 
191230.5%
 
61200.5%
 
91040.4%
 
18930.4%
 
24900.4%
 
45880.3%
 
15820.3%
 
12810.3%
 
25720.3%
 
14690.3%
 
13660.3%
 
712490.2%
 
23480.2%
 
22480.2%
 
Other values (5322)1088142.8%
 
(Missing)850833.5%
 
ValueCountFrequency (%) 
0277210.9%
 
15092.0%
 
22491.0%
 
32350.9%
 
41350.5%
 
51500.6%
 
61200.5%
 
71610.6%
 
81400.6%
 
91040.4%
 
ValueCountFrequency (%) 
16999331< 0.1%
 
16812121< 0.1%
 
16623021< 0.1%
 
16432381< 0.1%
 
16226701< 0.1%
 
16014341< 0.1%
 
15772871< 0.1%
 
15518531< 0.1%
 
15285681< 0.1%
 
15085981< 0.1%
 

ConfirmedDeaths
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count1783
Unique (%)10.6%
Missing8508
Missing (%)33.5%
Infinite0
Infinite (%)0.0%
Mean752.9339963298407
Minimum0.0
Maximum100442.0
Zeros6618
Zeros (%)26.1%
Memory size198.6 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median3
Q343
95-th percentile2272.2
Maximum100442
Range100442
Interquartile range (IQR)43

Descriptive statistics

Standard deviation4786.497123
Coefficient of variation (CV)6.357127113
Kurtosis184.1267102
Mean752.9339963
Median Absolute Deviation (MAD)3
Skewness12.00109701
Sum12719314
Variance22910554.71
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0661826.1%
 
110634.2%
 
25862.3%
 
34591.8%
 
43551.4%
 
73381.3%
 
53211.3%
 
102761.1%
 
62691.1%
 
82400.9%
 
92350.9%
 
121230.5%
 
211120.4%
 
111010.4%
 
14980.4%
 
17870.3%
 
20840.3%
 
26730.3%
 
15730.3%
 
31660.3%
 
16640.3%
 
19640.3%
 
18620.2%
 
22610.2%
 
25590.2%
 
Other values (1758)500619.7%
 
(Missing)850833.5%
 
ValueCountFrequency (%) 
0661826.1%
 
110634.2%
 
25862.3%
 
34591.8%
 
43551.4%
 
53211.3%
 
62691.1%
 
73381.3%
 
82400.9%
 
92350.9%
 
ValueCountFrequency (%) 
1004421< 0.1%
 
989161< 0.1%
 
982201< 0.1%
 
977201< 0.1%
 
970871< 0.1%
 
960071< 0.1%
 
947021< 0.1%
 
934391< 0.1%
 
919211< 0.1%
 
903531< 0.1%
 

StringencyIndex
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count159
Unique (%)0.6%
Missing710
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean39.43073549066462
Minimum0.0
Maximum100.0
Zeros6842
Zeros (%)26.9%
Memory size198.6 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median27.78
Q377.78
95-th percentile93.52
Maximum100
Range100
Interquartile range (IQR)77.78

Descriptive statistics

Standard deviation36.73223935
Coefficient of variation (CV)0.9315636366
Kurtosis-1.631588424
Mean39.43073549
Median Absolute Deviation (MAD)27.78
Skewness0.2420400755
Sum973584.29
Variance1349.257407
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0684226.9%
 
11.1111814.6%
 
13.897803.1%
 
5.567653.0%
 
19.446122.4%
 
2.786082.4%
 
8.335922.3%
 
82.414401.7%
 
96.34201.7%
 
93.524101.6%
 
1003691.5%
 
16.673611.4%
 
73.153571.4%
 
85.193501.4%
 
90.743241.3%
 
78.73201.3%
 
81.482991.2%
 
84.262961.2%
 
77.782941.2%
 
79.632831.1%
 
75.932801.1%
 
87.042390.9%
 
87.962280.9%
 
94.442260.9%
 
80.562250.9%
 
Other values (134)759029.9%
 
(Missing)7102.8%
 
ValueCountFrequency (%) 
0684226.9%
 
2.786082.4%
 
5.567653.0%
 
8.335922.3%
 
9.265< 0.1%
 
10.19380.1%
 
11.1111814.6%
 
12.04150.1%
 
13.897803.1%
 
14.817< 0.1%
 
ValueCountFrequency (%) 
1003691.5%
 
98.15320.1%
 
97.221440.6%
 
96.34201.7%
 
95.37170.1%
 
94.442260.9%
 
93.524101.6%
 
92.591630.6%
 
92.13360.1%
 
91.67900.4%
 

StringencyIndexForDisplay
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct count159
Unique (%)0.6%
Missing227
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean40.03196909509811
Minimum0.0
Maximum100.0
Zeros6842
Zeros (%)26.9%
Memory size198.6 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median30.56
Q378.24
95-th percentile93.52
Maximum100
Range100
Interquartile range (IQR)78.24

Descriptive statistics

Standard deviation36.71227184
Coefficient of variation (CV)0.9170738456
Kurtosis-1.642824699
Mean40.0319691
Median Absolute Deviation (MAD)30.56
Skewness0.2101874865
Sum1007764.79
Variance1347.790904
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0684226.9%
 
11.1111844.7%
 
13.897843.1%
 
5.567653.0%
 
19.446122.4%
 
2.786082.4%
 
8.335922.3%
 
82.414481.8%
 
96.34301.7%
 
93.524221.7%
 
1003801.5%
 
73.153691.5%
 
85.193631.4%
 
16.673611.4%
 
78.73441.4%
 
90.743261.3%
 
81.483121.2%
 
84.263031.2%
 
77.783001.2%
 
79.632951.2%
 
75.932901.1%
 
87.042451.0%
 
94.442360.9%
 
80.562330.9%
 
72.222320.9%
 
Other values (134)789831.1%
 
ValueCountFrequency (%) 
0684226.9%
 
2.786082.4%
 
5.567653.0%
 
8.335922.3%
 
9.265< 0.1%
 
10.19380.1%
 
11.1111844.7%
 
12.04150.1%
 
13.897843.1%
 
14.817< 0.1%
 
ValueCountFrequency (%) 
1003801.5%
 
98.15340.1%
 
97.221540.6%
 
96.34301.7%
 
95.37170.1%
 
94.442360.9%
 
93.524221.7%
 
92.591630.6%
 
92.13360.1%
 
91.67930.4%
 

StringencyLegacyIndex
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count233
Unique (%)0.9%
Missing699
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean42.04320662294551
Minimum0.0
Maximum97.14
Zeros6842
Zeros (%)26.9%
Memory size198.6 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median33.57
Q380.48
95-th percentile94.29
Maximum97.14
Range97.14
Interquartile range (IQR)80.48

Descriptive statistics

Standard deviation37.53340965
Coefficient of variation (CV)0.892734229
Kurtosis-1.694459779
Mean42.04320662
Median Absolute Deviation (MAD)33.57
Skewness0.1426599808
Sum1038551.29
Variance1408.75684
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0684226.9%
 
97.1410704.2%
 
14.299663.8%
 
88.819583.8%
 
9.526932.7%
 
85.246432.5%
 
92.386322.5%
 
22.865842.3%
 
2.865482.2%
 
93.575412.1%
 
17.145012.0%
 
80.483641.4%
 
12.383341.3%
 
84.053091.2%
 
94.293091.2%
 
18.12851.1%
 
202661.0%
 
79.292431.0%
 
85.952290.9%
 
76.432230.9%
 
75.712150.8%
 
74.522150.8%
 
82.862140.8%
 
8.572020.8%
 
15.241830.7%
 
Other values (208)713328.1%
 
(Missing)6992.8%
 
ValueCountFrequency (%) 
0684226.9%
 
2.865482.2%
 
4.76600.2%
 
5.711530.6%
 
8.572020.8%
 
9.526932.7%
 
10.481< 0.1%
 
11.43300.1%
 
12.383341.3%
 
13.336< 0.1%
 
ValueCountFrequency (%) 
97.1410704.2%
 
94.293091.2%
 
93.575412.1%
 
92.386322.5%
 
91.43420.2%
 
90.711040.4%
 
901380.5%
 
89.521010.4%
 
88.819583.8%
 
87.86170.1%
 

StringencyLegacyIndexForDisplay
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct count233
Unique (%)0.9%
Missing217
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean42.652422966963144
Minimum0.0
Maximum97.14
Zeros6842
Zeros (%)26.9%
Memory size198.6 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median37.14
Q380.95
95-th percentile94.29
Maximum97.14
Range97.14
Interquartile range (IQR)80.95

Descriptive statistics

Standard deviation37.49377285
Coefficient of variation (CV)0.8790537615
Kurtosis-1.700164757
Mean42.65242297
Median Absolute Deviation (MAD)37.14
Skewness0.1106934408
Sum1074158.62
Variance1405.783002
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0684226.9%
 
97.1411014.3%
 
88.819913.9%
 
14.299693.8%
 
9.526932.7%
 
85.246682.6%
 
92.386372.5%
 
22.865842.3%
 
93.575552.2%
 
2.865482.2%
 
17.145012.0%
 
80.483761.5%
 
12.383341.3%
 
84.053171.2%
 
94.293141.2%
 
18.12891.1%
 
202661.0%
 
79.292551.0%
 
76.432521.0%
 
85.952330.9%
 
74.522240.9%
 
82.862190.9%
 
75.712150.8%
 
8.572020.8%
 
15.241830.7%
 
Other values (208)741629.2%
 
(Missing)2170.9%
 
ValueCountFrequency (%) 
0684226.9%
 
2.865482.2%
 
4.76600.2%
 
5.711530.6%
 
8.572020.8%
 
9.526932.7%
 
10.481< 0.1%
 
11.43300.1%
 
12.383341.3%
 
13.336< 0.1%
 
ValueCountFrequency (%) 
97.1411014.3%
 
94.293141.2%
 
93.575552.2%
 
92.386372.5%
 
91.43420.2%
 
90.711070.4%
 
901430.6%
 
89.521010.4%
 
88.819913.9%
 
87.86170.1%
 

GovernmentResponseIndex
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count214
Unique (%)0.9%
Missing865
Missing (%)3.4%
Infinite0
Infinite (%)0.0%
Mean35.48193022497555
Minimum0.0
Maximum96.15
Zeros6158
Zeros (%)24.2%
Memory size198.6 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median26.92
Q368.59
95-th percentile83.97
Maximum96.15
Range96.15
Interquartile range (IQR)68.59

Descriptive statistics

Standard deviation32.33448266
Coefficient of variation (CV)0.9112943532
Kurtosis-1.61153821
Mean35.48193022
Median Absolute Deviation (MAD)26.92
Skewness0.2229979327
Sum870584.64
Variance1045.518769
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0615824.2%
 
3.857232.8%
 
7.696042.4%
 
5.774201.7%
 
9.624191.6%
 
1.923941.6%
 
63.463341.3%
 
75.643121.2%
 
68.593061.2%
 
71.152931.2%
 
69.232921.1%
 
10.262701.1%
 
66.032691.1%
 
80.772681.1%
 
2.562581.0%
 
17.952521.0%
 
14.12290.9%
 
11.542270.9%
 
64.12270.9%
 
73.722260.9%
 
85.262250.9%
 
23.722250.9%
 
77.562210.9%
 
80.132190.9%
 
70.512150.8%
 
Other values (189)1095043.1%
 
(Missing)8653.4%
 
ValueCountFrequency (%) 
0615824.2%
 
1.923941.6%
 
2.562581.0%
 
3.857232.8%
 
4.49250.1%
 
5.133< 0.1%
 
5.774201.7%
 
6.411370.5%
 
7.696042.4%
 
8.331700.7%
 
ValueCountFrequency (%) 
96.15410.2%
 
93.59140.1%
 
92.95250.1%
 
92.314< 0.1%
 
91.03720.3%
 
90.381< 0.1%
 
89.74280.1%
 
89.11450.6%
 
88.461280.5%
 
87.82620.2%
 

GovernmentResponseIndexForDisplay
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count214
Unique (%)0.9%
Missing375
Missing (%)1.5%
Infinite0
Infinite (%)0.0%
Mean36.08963677775114
Minimum0.0
Maximum96.15
Zeros6158
Zeros (%)24.2%
Memory size198.6 KiB

Quantile statistics

Minimum0
5-th percentile0
Q11.92
median30.13
Q368.59
95-th percentile83.97
Maximum96.15
Range96.15
Interquartile range (IQR)66.67

Descriptive statistics

Standard deviation32.35857075
Coefficient of variation (CV)0.8966166921
Kurtosis-1.625114054
Mean36.08963678
Median Absolute Deviation (MAD)30.13
Skewness0.1878242483
Sum903179.25
Variance1047.077101
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0615824.2%
 
3.857232.8%
 
7.696042.4%
 
5.774201.7%
 
9.624191.6%
 
1.923941.6%
 
63.463601.4%
 
75.643241.3%
 
68.593211.3%
 
71.153081.2%
 
69.233061.2%
 
66.032801.1%
 
80.772781.1%
 
10.262701.1%
 
2.562581.0%
 
17.952521.0%
 
73.722330.9%
 
14.12320.9%
 
85.262300.9%
 
64.12290.9%
 
11.542270.9%
 
23.722250.9%
 
80.132240.9%
 
77.562210.9%
 
78.852170.9%
 
Other values (189)1131344.5%
 
(Missing)3751.5%
 
ValueCountFrequency (%) 
0615824.2%
 
1.923941.6%
 
2.562581.0%
 
3.857232.8%
 
4.49250.1%
 
5.133< 0.1%
 
5.774201.7%
 
6.411370.5%
 
7.696042.4%
 
8.331700.7%
 
ValueCountFrequency (%) 
96.15460.2%
 
93.59140.1%
 
92.95250.1%
 
92.319< 0.1%
 
91.03720.3%
 
90.381< 0.1%
 
89.74280.1%
 
89.11480.6%
 
88.461280.5%
 
87.82660.3%
 

ContainmentHealthIndex
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count186
Unique (%)0.8%
Missing856
Missing (%)3.4%
Infinite0
Infinite (%)0.0%
Mean38.56306131595029
Minimum0.0
Maximum100.0
Zeros6199
Zeros (%)24.4%
Memory size198.6 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median31.06
Q373.48
95-th percentile88.64
Maximum100
Range100
Interquartile range (IQR)73.48

Descriptive statistics

Standard deviation34.54119452
Coefficient of variation (CV)0.8957067552
Kurtosis-1.631828436
Mean38.56306132
Median Absolute Deviation (MAD)31.06
Skewness0.1858306317
Sum946530.34
Variance1193.094119
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0619924.4%
 
4.556902.7%
 
9.096012.4%
 
11.364191.6%
 
6.824151.6%
 
754151.6%
 
2.273991.6%
 
71.973281.3%
 
81.823231.3%
 
77.273191.3%
 
72.733171.2%
 
80.33001.2%
 
84.852841.1%
 
86.362721.1%
 
79.552721.1%
 
12.122681.1%
 
3.032661.0%
 
81.062661.0%
 
21.212471.0%
 
84.092410.9%
 
28.032350.9%
 
16.672350.9%
 
13.642270.9%
 
83.332230.9%
 
78.792190.9%
 
Other values (161)1056541.6%
 
(Missing)8563.4%
 
ValueCountFrequency (%) 
0619924.4%
 
2.273991.6%
 
3.032661.0%
 
4.556902.7%
 
5.3250.1%
 
6.063< 0.1%
 
6.824151.6%
 
7.581320.5%
 
9.096012.4%
 
9.851710.7%
 
ValueCountFrequency (%) 
100710.3%
 
96.97720.3%
 
95.45460.2%
 
94.7440.2%
 
93.942170.9%
 
92.42720.3%
 
91.671900.7%
 
91.2910< 0.1%
 
90.912040.8%
 
90.151030.4%
 

ContainmentHealthIndexForDisplay
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count186
Unique (%)0.7%
Missing372
Missing (%)1.5%
Infinite0
Infinite (%)0.0%
Mean39.166814495185584
Minimum0.0
Maximum100.0
Zeros6199
Zeros (%)24.4%
Memory size198.6 KiB

Quantile statistics

Minimum0
5-th percentile0
Q12.27
median34.09
Q374.24
95-th percentile88.64
Maximum100
Range100
Interquartile range (IQR)71.97

Descriptive statistics

Standard deviation34.53216701
Coefficient of variation (CV)0.8816690215
Kurtosis-1.641633511
Mean39.1668145
Median Absolute Deviation (MAD)34.09
Skewness0.1522292287
Sum980306.2
Variance1192.470559
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0619924.4%
 
4.556902.7%
 
9.096012.4%
 
754391.7%
 
11.364191.6%
 
6.824151.6%
 
2.273991.6%
 
71.973501.4%
 
77.273341.3%
 
81.823331.3%
 
72.733231.3%
 
80.33121.2%
 
84.852841.1%
 
86.362821.1%
 
79.552821.1%
 
81.062701.1%
 
12.122681.1%
 
3.032661.0%
 
84.092511.0%
 
21.212471.0%
 
16.672380.9%
 
28.032350.9%
 
78.792330.9%
 
13.642270.9%
 
83.332240.9%
 
Other values (161)1090842.9%
 
(Missing)3721.5%
 
ValueCountFrequency (%) 
0619924.4%
 
2.273991.6%
 
3.032661.0%
 
4.556902.7%
 
5.3250.1%
 
6.063< 0.1%
 
6.824151.6%
 
7.581320.5%
 
9.096012.4%
 
9.851710.7%
 
ValueCountFrequency (%) 
100710.3%
 
96.97760.3%
 
95.45560.2%
 
94.7440.2%
 
93.942170.9%
 
92.42720.3%
 
91.671940.8%
 
91.2910< 0.1%
 
90.912060.8%
 
90.151110.4%
 

EconomicSupportIndex
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count9
Unique (%)< 0.1%
Missing799
Missing (%)3.1%
Infinite0
Infinite (%)0.0%
Mean18.58741159255345
Minimum0.0
Maximum100.0
Zeros16493
Zeros (%)64.9%
Memory size198.6 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q337.5
95-th percentile87.5
Maximum100
Range100
Interquartile range (IQR)37.5

Descriptive statistics

Standard deviation29.6497499
Coefficient of variation (CV)1.595152168
Kurtosis0.3095973249
Mean18.58741159
Median Absolute Deviation (MAD)0
Skewness1.306780959
Sum457287.5
Variance879.1076693
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
01649364.9%
 
5021598.5%
 
7514145.6%
 
2511734.6%
 
62.59753.8%
 
37.58803.5%
 
87.56632.6%
 
1005882.3%
 
12.52571.0%
 
(Missing)7993.1%
 
ValueCountFrequency (%) 
01649364.9%
 
12.52571.0%
 
2511734.6%
 
37.58803.5%
 
5021598.5%
 
62.59753.8%
 
7514145.6%
 
87.56632.6%
 
1005882.3%
 
ValueCountFrequency (%) 
1005882.3%
 
87.56632.6%
 
7514145.6%
 
62.59753.8%
 
5021598.5%
 
37.58803.5%
 
2511734.6%
 
12.52571.0%
 
01649364.9%
 

EconomicSupportIndexForDisplay
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count9
Unique (%)< 0.1%
Missing319
Missing (%)1.3%
Infinite0
Infinite (%)0.0%
Mean19.126265848018498
Minimum0.0
Maximum100.0
Zeros16579
Zeros (%)65.3%
Memory size198.6 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q337.5
95-th percentile87.5
Maximum100
Range100
Interquartile range (IQR)37.5

Descriptive statistics

Standard deviation29.91965379
Coefficient of variation (CV)1.564322802
Kurtosis0.1909136791
Mean19.12626585
Median Absolute Deviation (MAD)0
Skewness1.26356286
Sum479725
Variance895.185683
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
01657965.3%
 
5022618.9%
 
7514955.9%
 
2512274.8%
 
62.510214.0%
 
37.59093.6%
 
87.56962.7%
 
1006162.4%
 
12.52781.1%
 
(Missing)3191.3%
 
ValueCountFrequency (%) 
01657965.3%
 
12.52781.1%
 
2512274.8%
 
37.59093.6%
 
5022618.9%
 
62.510214.0%
 
7514955.9%
 
87.56962.7%
 
1006162.4%
 
ValueCountFrequency (%) 
1006162.4%
 
87.56962.7%
 
7514955.9%
 
62.510214.0%
 
5022618.9%
 
37.59093.6%
 
2512274.8%
 
12.52781.1%
 
01657965.3%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

Sample

First rows

CountryNameCountryCodeDateC1_School closingC1_FlagC2_Workplace closingC2_FlagC3_Cancel public eventsC3_FlagC4_Restrictions on gatheringsC4_FlagC5_Close public transportC5_FlagC6_Stay at home requirementsC6_FlagC7_Restrictions on internal movementC7_FlagC8_International travel controlsE1_Income supportE1_FlagE2_Debt/contract reliefE3_Fiscal measuresE4_International supportH1_Public information campaignsH1_FlagH2_Testing policyH3_Contact tracingH4_Emergency investment in healthcareH5_Investment in vaccinesM1_WildcardConfirmedCasesConfirmedDeathsStringencyIndexStringencyIndexForDisplayStringencyLegacyIndexStringencyLegacyIndexForDisplayGovernmentResponseIndexGovernmentResponseIndexForDisplayContainmentHealthIndexContainmentHealthIndexForDisplayEconomicSupportIndexEconomicSupportIndexForDisplay
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Last rows

CountryNameCountryCodeDateC1_School closingC1_FlagC2_Workplace closingC2_FlagC3_Cancel public eventsC3_FlagC4_Restrictions on gatheringsC4_FlagC5_Close public transportC5_FlagC6_Stay at home requirementsC6_FlagC7_Restrictions on internal movementC7_FlagC8_International travel controlsE1_Income supportE1_FlagE2_Debt/contract reliefE3_Fiscal measuresE4_International supportH1_Public information campaignsH1_FlagH2_Testing policyH3_Contact tracingH4_Emergency investment in healthcareH5_Investment in vaccinesM1_WildcardConfirmedCasesConfirmedDeathsStringencyIndexStringencyIndexForDisplayStringencyLegacyIndexStringencyLegacyIndexForDisplayGovernmentResponseIndexGovernmentResponseIndexForDisplayContainmentHealthIndexContainmentHealthIndexForDisplayEconomicSupportIndexEconomicSupportIndexForDisplay
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